require(flowCore)
require(flowClust)
require(openCyto)
require(tidyverse)
require(ggcyto)
require(cowplot)
#require(ggrdiges)
old <- theme_set(theme_minimal(base_size = 14) + panel_border(color = "gray20"))
We observed an intermediate high-green high-red population most prominent in the 100 mM treated cells. This is different from what’s shown in the FungaLight manual. We hypothesize that the high-green high-red popuplation are damaged cells that are more permeable to SYTO9 but not yet permeable to PI. We test this hypothesis by quantifying SYTO9 and PI staining signals in samples treated with increasing concentrations of hydrogen peroxide. To distinguish the signals in the red channel between SYTO9 and PI, we apply the two dyes separately.
Note the high green high red population in the 100 mM H2O2
treated C. glabrata cells
original FCS files are stored in RDSS/user/hanxi-tang/flow cytometry. FCS files are copied to the current directory
```r
```r
# use relative path to make it easier for collaboration
data.path = paste0(\../input/202311\, 20:22, \ Dilutions+0-1000mM/\)
# read all files into a list of three flowSets
tmp <- map(data.path, \(x)
read.flowSet(
# the original values are already linearized.
path = x, transformation = FALSE,
# only include FCS files
pattern = \\\.fcs$\,
# change parameter names to R format
emptyValue = FALSE, alter.names = TRUE,
# only load the height variables for the fluorescent parameters
column.pattern = \.H|FSC|SSC\)
)
dat0 <- rbind2(tmp[[1]], tmp[[2]]) |> rbind2(tmp[[3]])
Coordinate system already present. Adding new coordinate system, which will
replace the existing one.
Simplify the sample names
```r
gs <- GatingSet(dat) # create a GatingSet
gs_pop_add(gs, outlier.gate, parent = \root\)
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiWzFdIDJcbiJ9 -->
[1] 2
<!-- rnb-output-end -->
<!-- rnb-source-begin eyJkYXRhIjoiYGBgclxuYGBgclxucmVjb21wdXRlKGdzKVxuYGBgXG5gYGAifQ== -->
```r
```r
recompute(gs)
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiZG9uZSFcbiJ9 -->
done!
<!-- rnb-output-end -->
<!-- rnb-chunk-end -->
<!-- rnb-text-begin -->
Set up factor levels
<!-- rnb-text-end -->
<!-- rnb-chunk-begin -->
<!-- rnb-source-begin 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 -->
```r
```r
scPars <- ggcyto_par_set(limits = list(x = c(0,1e6), y = c(30,300)))
ex <- Subset(dat[c(1,11)], outlier.gate)
polygon <- matrix(c(1e5, 1e5, 1e6, 1e6,
60, 105, 135,60), ncol = 2)
colnames(polygon) <- c(\FSC.H\, \FSC.W\)
singlet.gate <- polygonGate(filterId = \singlet\, .gate = polygon)
ggcyto(ex, aes(x = FSC.H, y = FSC.W)) +
geom_hex(bins = 128) +
geom_gate(singlet.gate) + geom_stats() +
scPars + panel_border(color = \gray20\)
<!-- rnb-source-end -->
<!-- rnb-output-begin eyJkYXRhIjoiQ29vcmRpbmF0ZSBzeXN0ZW0gYWxyZWFkeSBwcmVzZW50LiBBZGRpbmcgbmV3IGNvb3JkaW5hdGUgc3lzdGVtLCB3aGljaCB3aWxsXG5yZXBsYWNlIHRoZSBleGlzdGluZyBvbmUuXG4ifQ== -->
Coordinate system already present. Adding new coordinate system, which will replace the existing one.
<!-- rnb-output-end -->
<!-- rnb-plot-begin -->
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" />
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# Gating strategies
## Gating for singlets
>The following gaphing steps are used to gate singlets by FSC and SSC values. Only singlets are included in analysis.
>Gate for outlier
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```r
outlier.gate <- rectangleGate(filterId = "-outlier", "FSC.H" = c(1.2e5, 1e6), "SSC.H" = c(1e2, 1e6))
ggcyto(dat[c(2,24)], aes(x = FSC.H, y = SSC.H), subset = "root") +
geom_hex(bins = 64) + geom_gate(outlier.gate) + facet_wrap(~name, ncol = 2) +
ggcyto_par_set(limits = "instrument")
Coordinate system already present. Adding new coordinate system, which will
replace the existing one.
Add gate to GS
gs <- GatingSet(dat) # create a GatingSet
gs_pop_add(gs, outlier.gate, parent = "root")
[1] 2
recompute(gs)
done!
Gate for singlets
scPars <- ggcyto_par_set(limits = list(x = c(0,1e6), y = c(30,300)))
ex <- Subset(dat[c(1,11)], outlier.gate)
polygon <- matrix(c(1e5, 1e5, 1e6, 1e6,
60, 105, 135,60), ncol = 2)
colnames(polygon) <- c("FSC.H", "FSC.W")
singlet.gate <- polygonGate(filterId = "singlet", .gate = polygon)
ggcyto(ex, aes(x = FSC.H, y = FSC.W)) +
geom_hex(bins = 128) +
geom_gate(singlet.gate) + geom_stats() +
scPars + panel_border(color = "gray20")
Coordinate system already present. Adding new coordinate system, which will
replace the existing one.
Add this gate to the gatingSet
gs_pop_add(gs, singlet.gate, parent = "-outlier", name = "singlet")
[1] 3
recompute(gs)
done!
scPars <- ggcyto_par_set(limits = list(x = c(0,1e5), y = c(0,1e5)))
ex <- Subset(dat[c(5, 17)], singlet.gate)
polygon <- matrix(c(0, 10^2.5, 10^2.5, 0,
10^2.2, 10^2.2, 10^5, 10^5), ncol = 2)
colnames(polygon) <- c("BL1.H", "BL3.H")
PI.gate <- polygonGate(filterId = "PI-positive", .gate = polygon)
ggcyto(ex, aes(x = BL1.H, y = BL3.H)) + geom_hex(bins = 128) + geom_gate(dead.gate) + geom_stats() + scPars + scale_x_logicle() + scale_y_logicle()
Coordinate system already present. Adding new coordinate system, which will
replace the existing one.
Add this gate to the gatingSet
scPars <- ggcyto_par_set(limits = list(x = c(0,1e6), y = c(0,1e5)))
ex <- Subset(dat[c(2, 24)], singlet.gate)
polygon <- matrix(c(10^2.5, 10^5, 10^5, # BL1.H green
10^2.2, 10^2.2, 10^5),# BL3.H red
ncol = 2)
#polygon <- matrix(c(1e2, 1e6, 1e6, 1e2,
# 10^2, 10^2, 1e6, 1e6), ncol = 2)
colnames(polygon) <- c("BL1.H", "BL3.H")
SYTO9.gate <- polygonGate(filterId = "Intermediate", .gate = polygon)
ggcyto(ex, aes(x = BL1.H, y = BL3.H)) +
geom_hex(bins = 128) +
geom_gate(SYTO9.gate) + geom_stats() + scPars +
scale_x_logicle() + scale_y_logicle()
Coordinate system already present. Adding new coordinate system, which will
replace the existing one.
Add this gate to the gatingSet
scPars <- ggcyto_par_set(limits = list(x = c(0,1e5), y = c(0,1e5)))
ex <- Subset(dat[c(9,12)], singlet.gate)
polygon <- matrix(c(0, 10^5, 10^5, 0, # BL1.H, green
10^2.2, 10^2.2, 0, 0),# BL3.H, red
ncol = 2)
colnames(polygon) <- c("BL1.H", "BL3.H")
live.gate <- polygonGate(filterId = "live", boundaries = polygon)
Warning: The 'boundaries' argument is deprecated, please use '.gate' instead.
ggcyto(ex, aes(x = BL1.H, y = BL3.H)) +
geom_hex(bins = 128) +
geom_gate(live.gate) + geom_stats() + scPars +
scale_x_logicle() + scale_y_logicle()
Coordinate system already present. Adding new coordinate system, which will
replace the existing one.
Add this gate to the gatingSet
Export the counts and MFI separately
# we are only interested in the populations after singlet gating
nodes <- c("singlet", "PI-positive", "Intermediate", "live")
# get the event count
gated_cnt <- gs_pop_get_stats(gs, nodes, type = "count")
# get the MFI for each parameter in each population of interest
gated_mfi <- gs_pop_get_stats(gs, nodes, type = pop.MFI) %>%
select(sample, pop, starts_with("FungaLight"))
combine the two datasets
gated_stats <- full_join(gated_cnt, gated_mfi, by = c("sample", "pop")) %>%
right_join(pData(gs), by = c("sample" = "name")) %>%
relocate(Date, Treatment, Dye, Dilution, .after = sample) %>%
relocate(sample, .after = last_col())
write_tsv(gated_stats, file = "../input/20240430-Cg-SYTO9-gated-stats.tsv")
scPars <- ggcyto_par_set(limits = list(x = c(0,10^5.5), y = c(0,10^5.5)))
# set some thematic elements
p.common <- list(
scale_x_logicle(breaks = 10^c(2,3,4,5)),
scale_y_logicle(breaks = 10^c(2,3,4,5)),
labs(title = NULL, x = NULL, y = NULL)
)
# PI positive
select <- with(pData(gs),
Date == "2023-11-20" & Dilution == "1000" & Dye == "PI")
p1 <- ggcyto(gs[select], subset = "singlet",
aes(x = BL1.H, y = BL3.H)) +
geom_hex(bins = 128) +
geom_gate(PI.gate) +
geom_stats(digits = 1, adjust = c(0.8, 0.3)) +
facet_wrap(~Treatment, nrow = 1) +
p.common +
theme(strip.text = element_blank()) + scPars
Coordinate system already present. Adding new coordinate system, which will
replace the existing one.
# SYTO9 intermediate
select <- with(pData(gs),
Date == "2023-11-20" & Dilution == "1000" & Dye == "SYTO9")
p2 <- ggcyto(gs[select], subset = "singlet",
aes(x = BL1.H, y = BL3.H)) +
geom_hex(bins = 128) +
geom_gate(SYTO9.gate) +
geom_stats(digits = 2, adjust = c(0.2, 0.2)) +
facet_wrap(~Treatment, nrow = 1) +
p.common +
theme(strip.text = element_blank()) + scPars
Coordinate system already present. Adding new coordinate system, which will
replace the existing one.
plot_grid(as.ggplot(p2), as.ggplot(p1), nrow = 2, align = "h")
ggsave("../output/20250105-fig3a-PI-pos-intermediate-pop.png",
width = 6, height = 3.5)
Here we will be presenting the percentages of the PI-positive and Intermediate populations from all three replicates.
Plot the percentages
# prepare data
tmp <- gated_stats %>%
dplyr::filter(Dilution == "1000") %>%
group_by(Date, Treatment, Dye) %>%
mutate(perc = count / count[pop == "singlet"],
.after = count) %>%
# the following filtering function retains only the relevant subpopulation
# count > 2 remove rows with the mismatching population and dye, e.g.,
# PI-positive and SYTO9
dplyr::filter(pop %in% c("PI-positive", "Intermediate"), count > 2) %>%
mutate(Treatment = fct_inorder(Treatment),
Dye = factor(Dye, levels = c("SYTO9", "PI")))
p <- tmp %>%
ggplot(aes(x = Treatment, y = perc)) +
#geom_bar(stat = "summary", fun = "mean", fill = "gray60", width = 0.6) +
stat_summary(fun = "mean", geom = "point", shape = 95, color = "red",
size = 10) +
geom_point(position = position_jitter(0.1), size = 1) +
facet_wrap(~Dye,
labeller = labeller(Dye = c("SYTO9" = 'SYTO9\n"Intermediate"',
"PI" = "PI-positive"))) +
scale_y_continuous(name = "Percentage", limits = c(0, 1.05),
labels = scales::percent) +
xlab(bquote(H[2]*O[2]~(mM)))
p
ggsave("../output/20250106-fig3b-percent-PI-pos-SYTO9-inter-over-treat.png",
width = 3.8, height = 2.8)
Statistical test (ANOVA) 1. For SYTO9
lm <- lm(perc ~ Treatment, data = dplyr::filter(tmp, Dye == "SYTO9"))
summary(lm)
Call:
lm(formula = perc ~ Treatment, data = dplyr::filter(tmp, Dye ==
"SYTO9"))
Residuals:
Min 1Q Median 3Q Max
-0.130974 -0.007199 -0.003032 0.021437 0.092475
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.009533 0.041594 0.229 0.8245
Treatment10 0.013602 0.058823 0.231 0.8229
Treatment100 0.272145 0.058823 4.626 0.0017 **
Treatment1000 0.460776 0.058823 7.833 5.08e-05 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 0.07204 on 8 degrees of freedom
Multiple R-squared: 0.9141, Adjusted R-squared: 0.8819
F-statistic: 28.37 on 3 and 8 DF, p-value: 0.0001295
lm <- lm(perc ~ Treatment, data = dplyr::filter(tmp, Dye == "PI"))
summary(lm)
Call:
lm(formula = perc ~ Treatment, data = dplyr::filter(tmp, Dye ==
"PI"))
Residuals:
Min 1Q Median 3Q Max
-0.015884 -0.008262 -0.002000 0.002948 0.028914
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 0.014155 0.008752 1.617 0.1445
Treatment10 -0.001794 0.012378 -0.145 0.8883
Treatment100 0.023147 0.012378 1.870 0.0984 .
Treatment1000 0.983173 0.012378 79.431 7.04e-13 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 0.01516 on 8 degrees of freedom
Multiple R-squared: 0.9991, Adjusted R-squared: 0.9988
F-statistic: 3111 on 3 and 8 DF, p-value: 1.324e-12
MFI will be plotted for all events in order to reveal an overall increase in SYTO9 signal in contrast to PI
# prepare data
tmp <- gated_stats %>%
dplyr::filter(Dilution == "1000", pop == "singlet", Dye == "SYTO9") %>%
rename(Green = "Fungalight Green-H", Red = "Fungalight Red-H") %>%
mutate(Treatment = fct_inorder(Treatment)) %>%
dplyr::select(Date, Treatment, Green, Red) %>%
pivot_longer(Green:Red, names_to = "Channel", values_to = "MFI")
p <- tmp %>%
ggplot(aes(x = Treatment, y = MFI)) +
stat_summary(fun = "mean", geom = "point", color = "red",
shape = 95, size = 10) +
#stat_summary(aes(group = 1), fun = "mean", geom = "line", linetype = 2,
# linewidth = 0.7, color = "gray50") +
geom_point(position = position_jitter(0.1), size = 1) +
facet_wrap(~Channel, scale = "free_y",
labeller = labeller(Channel =
c("Green" = 'SYTO9-Green\n(all events)',
"Red" = "SYTO9-Red\n(all events)"))) +
xlab(bquote(H[2]*O[2]~(mM))) + #ylab("Fluorescence") +
scale_y_continuous("MFI (x100, a.u.)",
labels = scales::label_number(scale = 1e-2))# +
#theme(strip.text.x = element_text(margin = margin(0.4,0,0.4,0, "cm")))
p
ggsave("../output/20250106-fig3c-MFI-SYTO9-inter-over-treat.png",
width = 3.8, height = 2.8)
Statistical test (ANOVA) 1. For SYTO9, green channel
lm <- lm(MFI ~ Treatment, data = dplyr::filter(tmp, Channel == "Green"))
summary(lm)
Call:
lm(formula = MFI ~ Treatment, data = dplyr::filter(tmp, Channel ==
"Green"))
Residuals:
Min 1Q Median 3Q Max
-899.00 -235.17 78.17 346.25 739.00
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 649.7 344.2 1.888 0.095787 .
Treatment10 268.0 486.8 0.551 0.596951
Treatment100 3110.3 486.8 6.390 0.000211 ***
Treatment1000 4644.3 486.8 9.541 1.2e-05 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 596.1 on 8 degrees of freedom
Multiple R-squared: 0.9414, Adjusted R-squared: 0.9194
F-statistic: 42.84 on 3 and 8 DF, p-value: 2.833e-05
lm <- lm(MFI ~ Treatment, data = dplyr::filter(tmp, Channel == "Red"))
summary(lm)
Call:
lm(formula = MFI ~ Treatment, data = dplyr::filter(tmp, Channel ==
"Red"))
Residuals:
Min 1Q Median 3Q Max
-23.667 -2.750 1.000 5.833 14.000
Coefficients:
Estimate Std. Error t value Pr(>|t|)
(Intercept) 65.667 7.619 8.618 2.55e-05 ***
Treatment10 3.333 10.775 0.309 0.76496
Treatment100 46.333 10.775 4.300 0.00262 **
Treatment1000 88.000 10.775 8.167 3.76e-05 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Residual standard error: 13.2 on 8 degrees of freedom
Multiple R-squared: 0.9175, Adjusted R-squared: 0.8865
F-statistic: 29.65 on 3 and 8 DF, p-value: 0.0001103
Below are Hanxi’s analysis code. They are commented out and saved as an archive for future reference.
sub <- dat.f1[pData(dat.f1)$Dye == "PI" & pData(dat.f1)$Date == "112023"]
sg <- Subset(sub, singlet.gate)
p2 <- sg %>%
ggcyto(aes(x = "BL1.H", y = "BL3.H")) +
geom_hex(bins = 80, aes(fill = ..ncount..)) + geom_gate(dead.gate) + geom_stats(adjust = c(19, 0.1)) +
facet_grid(Dilution ~ Treatment,
labeller = as_labeller(c("0 mM" = "0 mM", "10 mM" = "10 mM", "100 mM" = "100 mM", "1000 mM" = "1000 mM",
"250 x" = "250x", "500 x" = "500x", "1000 x" = "1000x", "2000 x" = "2000x"))) +
theme_minimal()
p2 + scale_x_logicle(breaks = c(100, 1000, 10000)) + scale_y_logicle(breaks = c(100, 1000, 10000)) +
xlab("FungaLight Green Fluorescence") + ylab("FungaLight Red Fluorescence") +
panel_border(color = "black", size = 2) +
theme(axis.line = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 25, face = "bold", color = "black"), # Adjust size and face (bold)
axis.text.y = element_text(size = 25, face = "bold", color = "black"),
axis.title.x = element_text(size = 25, face = "bold"),
axis.title.y = element_text(size = 20, face = "bold")
)+
theme(strip.text = element_text(size = 20, face = "bold"))
#ggsave("/space/htang5/Documents/FUN1_data_analysis/biol-4386-course-project-htang5/Methods Paper Writing/01-SYTO9-Midlog-Characterization/output/20240425-PI-Dilutions-Raw-Flow-Plot.png")
sub <- dat.f1[pData(dat.f1)$Dye == "PI" & pData(dat.f1)$Date == "112023" & pData(dat.f1)$Dilution == "1000 x"]
sg <- Subset(sub, singlet.gate)
scPars <- ggcyto_par_set(limits = list(x = c(0,1e6), y = c(0,1e6)))
p2 <- sg %>%
ggcyto(aes(x = "BL1.H", y = "BL3.H")) +
geom_hex(bins = 80, aes(fill = ..ncount..)) + geom_gate(dead.gate, size = 1) + geom_stats(adjust = c(20, 0.1), size = 10) +
facet_grid(Dilution ~ Treatment,
labeller = as_labeller(c("0 mM" = "0 mM", "10 mM" = "10 mM", "100 mM" = "100 mM", "1000 mM" = "1000 mM",
"250 x" = "250x", "500 x" = "500x", "1000 x" = "1000x", "2000 x" = "2000x"))) +
theme_minimal()
p2 + scale_x_logicle (breaks = c(100, 1000, 10000, 100000, 1000000)) + scale_y_logicle (breaks = c(100, 1000, 10000, 100000, 1000000)) +
coord_cartesian(xlim = c(1, 1e6), ylim = c(1, 1e6)) +
xlab("FungaLight Green Fluorescence") + ylab("FungaLight Red Fluorescence") +
panel_border(color = "black", size = 2) +
theme(axis.line = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 25, face = "bold", color = "black"), # Adjust size and face (bold)
axis.text.y = element_text(size = 25, face = "bold", color = "black"),
axis.title.x = element_text(size = 25, face = "bold"),
axis.title.y = element_text(size = 20, face = "bold")
)+
theme(strip.text = element_text(size = 20, face = "bold"))
ggsave("/space/htang5/Documents/FUN1_data_analysis/biol-4386-course-project-htang5/Methods Paper Writing/01-SYTO9-Midlog-Characterization/output/20240521-PI-1000x-Raw-Flow-Plot.png")
sub <- dat.f1[pData(dat.f1)$Dye == "SYTO9" & pData(dat.f1)$Date == "112023" & pData(dat.f1)$Dilution == "1000 x"]
sg <- Subset(sub, singlet.gate)
scPars <- ggcyto_par_set(limits = list(x = c(0,1e6), y = c(0,1e6)))
p2 <- sg %>%
ggcyto(aes(x = "BL1.H", y = "BL3.H")) +
geom_hex(bins = 80, aes(fill = ..ncount..)) + geom_gate(RP.gate, size = 1) + geom_stats(adjust = c(0.05, 0.1), size = 10) +
facet_grid(Dilution ~ Treatment,
labeller = as_labeller(c("0 mM" = "0 mM", "10 mM" = "10 mM", "100 mM" = "100 mM", "1000 mM" = "1000 mM",
"250 x" = "250x", "500 x" = "500x", "1000 x" = "1000x", "2000 x" = "2000x"))) +
theme_minimal()
p2 + scale_x_logicle (breaks = c(100, 1000, 10000, 100000, 1000000)) + scale_y_logicle (breaks = c(100, 1000, 10000, 100000, 1000000)) +
coord_cartesian(xlim = c(1, 1e6), ylim = c(1, 1e6)) +
xlab("FungaLight Green Fluorescence") + ylab("FungaLight Red Fluorescence") +
panel_border(color = "black", size = 2) +
theme(axis.line = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 25, face = "bold", color = "black"), # Adjust size and face (bold)
axis.text.y = element_text(size = 25, face = "bold", color = "black"),
axis.title.x = element_text(size = 25, face = "bold"),
axis.title.y = element_text(size = 20, face = "bold")
)+
theme(strip.text = element_text(size = 20, face = "bold"))
ggsave("/space/htang5/Documents/FUN1_data_analysis/biol-4386-course-project-htang5/Methods Paper Writing/01-SYTO9-Midlog-Characterization/output/20240521-SYTO9-1000x-Raw-Flow-Plot.png")
PI quantifications
gated_data %>%
dplyr::filter(Dye == "PI") %>%
mutate(Dilution = gsub("(\\d+) x", "\\1x", Dilution)) %>%
mutate(Dilution = factor(Dilution, levels = c("250x", "500x", "1000x", "2000x"))) %>%
ggplot(aes(x = Dilution, y = percent_Dead)) +
geom_point(size = 3, position = position_jitter(0.1)) +
scale_color_brewer(palette = "Dark2") +
stat_summary(fun.data = "mean_cl_boot", geom = "pointrange", color = "red2",
size = 0.8, position = position_nudge(x = 0.3)) +
facet_wrap(~ Treatment, nrow = 1, scales = "free_x") +
scale_y_continuous(labels = scales::percent) +
xlab("PI Folds Dilution") + ylab("% Red Positive Gated") +
theme_minimal() +
theme(strip.text = element_text(size = rel(1), face = 3))+
panel_border(color = "black", size = 1.5) +
theme(axis.line = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 20, face = "bold", color = "black", angle = 90), # Adjust size and face (bold)
axis.text.y = element_text(size = 20, face = "bold", color = "black"),
axis.title.x = element_text(size = 20, face = "bold"),
axis.title.y = element_text(size = 20, face = "bold")
)+ theme(strip.text = element_text(size = 18, face = "bold"))
ggsave("/space/htang5/Documents/FUN1_data_analysis/biol-4386-course-project-htang5/Methods Paper Writing/01-SYTO9-Midlog-Characterization/output/20240409-PI-Dilutions-Gated-Percentage-Plot.png", width = 10, height = 7)
sub <- dat.f1[pData(dat.f1)$Dye == "SYTO9" & pData(dat.f1)$Date == "112023"]
sg <- Subset(sub, singlet.gate)
p2 <- sg %>%
ggcyto(aes(x = "BL1.H", y = "BL3.H")) +
geom_hex(bins = 80, aes(fill = ..ncount..)) + geom_gate(RP1.gate) + geom_stats(adjust = c(0.01, 0.1)) +
facet_grid(Dilution ~ Treatment,
labeller = as_labeller(c("0 mM" = "0 mM", "10 mM" = "10 mM", "100 mM" = "100 mM", "1000 mM" = "1000 mM",
"250 x" = "250x", "500 x" = "500x", "1000 x" = "1000x", "2000 x" = "2000x"))) +
theme_minimal()
p2 + scale_x_logicle() + scale_y_logicle() +
coord_cartesian(xlim = c(1, 1e6), ylim = c(1, 1e6)) +
xlab("FungaLight Green Fluorescence") + ylab("FungaLight Red Fluorescence") +
panel_border(color = "black", size = 1) +
theme(axis.line = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 10, color = "black"), # Adjust size and face (bold)
axis.text.y = element_text(size = 10, color = "black"),
axis.title.x = element_text(size = 16, face = "bold"),
axis.title.y = element_text(size = 16, face = "bold")
) +
theme(strip.text = element_text(size = 12, face = "bold"))
ggsave("/space/htang5/Documents/FUN1_data_analysis/biol-4386-course-project-htang5/Methods Paper Writing/01-SYTO9-Midlog-Characterization/output/20240409-SYTO9-Dilutions-Raw-Flow-Plot.png", width = 7, height = 5)
MFI are extracted and wrote into tsv. The tsv is stored in the input folder.
tmp <- fsApply(dat.f1, each_col, median)
if(all(rownames(tmp) == rownames(sample))){
combined_data_f1 <- cbind(pData(dat.f1), tmp) %>%
as.tibble() %>% relocate(name, .after = last_col())
}
#write_tsv(combined_data_f1, file = "../Input/20231228-fig-1-MFI-ht.tsv")
print(combined_data_f1)
Several output graphs are produced. The graphs are include in Figure 1 Panel A.
combined_data_f1 %>%
dplyr::filter(Treatment == "0 mM") %>%
mutate(Label = paste(Dilution, Dye, sep = "_"),
Signal = ifelse(Dye == "PI", BL3.H, BL1.H)) %>%
mutate(Dilution = gsub("(\\d+) x", "\\1x", Dilution)) %>%
mutate(Dilution = factor(Dilution, levels = c("250x", "500x", "1000x", "2000x"))) %>%
ggplot(aes(x = Dilution, y = Signal, group = Dye, color = Dye)) +
geom_bar(aes(fill = Dye), stat = "summary", fun = "mean", position = position_dodge(), alpha = 0.7) +
theme_minimal() +
xlab("Dye Folds Dilution") + ylab("Fluorescent Signal") +
theme_minimal() +
panel_border(color = "black", size = 1.5) +
theme(axis.line = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 20, face = "bold", color = "black"), # Adjust size and face (bold)
axis.text.y = element_text(size = 20, face = "bold", color = "black"),
axis.title.x = element_text(size = 20, face = "bold"),
axis.title.y = element_text(size = 20, face = "bold"),
legend.title = element_text(size = 18, face = "bold"),
legend.text = element_text(size = 18, face = "bold"), # Set legend text size and face
strip.text = element_text(size = 18, face = "bold") # Adjust size and face for strip text
)
ggsave("/space/htang5/Documents/FUN1_data_analysis/biol-4386-course-project-htang5/Methods Paper Writing/01-SYTO9-Midlog-Characterization/output/20240411-SYTO9-vsPI-Plot.png")
pf1a <- combined_data_f1 %>%
dplyr::filter(Dye == "SYTO9") %>%
dplyr::filter(Dilution == "1000 x") %>%
mutate(Treatment = gsub("1000 mM", "1 M", Treatment)) %>%
mutate(Treatment = factor(Treatment, levels = c("0 mM", "10 mM", "100 mM", "1 M"))) %>%
ggplot(aes(x = Treatment, y = BL1.H)) +
geom_point(stroke = 1, size = 2, position = position_jitter(0.2)) +
stat_summary(fun.data = "mean_cl_boot", geom = "pointrange", color = "red2",
size = 0.8, position = position_nudge(x = 0.1)) +
theme_minimal()
pf1a + labs(x = bquote(H[2]*O[2]), y = "Green MFI") +
panel_border(color = "black", size = 1.5) +
theme(axis.line = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 25, face = "bold", color = "black"), # Adjust size and face (bold)
axis.text.y = element_text(size = 25, face = "bold", color = "black"),
axis.title.x = element_text(size = 25, face = "bold"),
axis.title.y = element_text(size = 25, face = "bold")
)
ggsave("../output/20240522-SYTO9-Dilutions-Green-MFI-Plot.png", width = 7, height = 5)
Graph red MFI for various SYTO9 dilutions
pf1a <- combined_data_f1 %>%
dplyr::filter(Dye == "SYTO9") %>%
dplyr::filter(Dilution == "1000 x") %>%
mutate(Treatment = gsub("1000 mM", "1 M", Treatment)) %>%
mutate(Treatment = factor(Treatment, levels = c("0 mM", "10 mM", "100 mM", "1 M"))) %>%
ggplot(aes(x = Treatment, y = BL3.H)) +
geom_point(stroke = 1, size = 2, position = position_jitter(0.2)) +
stat_summary(fun.data = "mean_cl_boot", geom = "pointrange", color = "red2",
size = 0.8, position = position_nudge(x = 0.1)) +
theme_minimal()
pf1a +
labs(x = bquote(H[2]*O[2]), y = "Red MFI") +
panel_border(color = "black", size = 1.5) +
theme(axis.line = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 25, face = "bold", color = "black"), # Adjust size and face (bold)
axis.text.y = element_text(size = 25, face = "bold", color = "black"),
axis.title.x = element_text(size = 25, face = "bold"),
axis.title.y = element_text(size = 25, face = "bold")
)
ggsave("../output/20240522-SYTO9-Dilutions-Red-MFI-Plot.png", width = 7, height = 5)
Graph a scatter plot for median red and greens for each population No output from this plotting.
combined_data_f1 %>%
dplyr::filter(Dye == "SYTO9") %>%
dplyr::filter(Treatment == "0 mM") %>%
ggplot(aes(x = BL1.H, y = BL3.H)) +
geom_point(aes(color = interaction(Dye, Dilution))) +
facet_wrap(~Treatment)
#stat_summary(fun.data = "mean_cl_boot", geom = "line", size = 0.2, position = position_nudge(x = 0.1), aes(group = interaction(Dye, Dilution), color = interaction(Dye, Dilution))) +
labs(x = "Hydrogen Peroxide Treatment", y = "Median Red Fluorescence") +
panel_border(color = "black", size = 1.5) +
theme(axis.line = element_blank(),
#axis.title.x = element_blank(),
strip.background = element_blank(),
axis.text.x = element_text(size = 16, face = "bold"), # Adjust size and face (bold)
axis.text.y = element_text(size = 16, face = "bold"),
axis.title.x = element_text(size = 16, face = "bold"),
axis.title.y = element_text(size = 16, face = "bold")
)
p1 <- gated_data %>%
dplyr::filter(Dye == "SYTO9") %>%
dplyr::filter(Dilution == "1000 x") %>%
dplyr::filter(!(Treatment %in% c("0 mM"))) %>%
mutate(Treatment = gsub(" mM", "", Treatment)) %>%
ggplot(aes(x = Treatment, y = percent_Live)) +
geom_bar(stat = "summary", fun = "mean", fill = "skyblue2", alpha = 0.7) +
geom_point(size = 3, position = position_jitter(0.2)) +
scale_y_continuous(labels = scales::percent_format()) +
labs(x = bquote(H[2]*O[2]~(mM)), y = "% Live Population") +
ggtitle("SYTO9 only") +
theme(plot.title = element_text(hjust = 30)) +
theme_cowplot(font_size = 16)
p2 <- gated_data %>%
dplyr::filter(Dye == "SYTO9") %>%
dplyr::filter(Dilution == "1000 x") %>%
dplyr::filter(!(Treatment %in% c("0 mM"))) %>%
ggplot(aes(x = Treatment, y = percent_Live)) +
geom_bar(stat = "summary", fun = "mean", fill = "skyblue2", alpha = 0.7) +
geom_point(size = 3, position = position_jitter(0.2)) +
scale_y_continuous(labels = scales::percent_format()) +
labs(x = bquote(H[2]*O[2]~(mM)), y = "% Red Negative") +
ggtitle("SYTO9 only") +
theme(plot.title = element_text(hjust = 30)) +
theme_cowplot(font_size = 16)
p3 <- gated_data %>%
dplyr::filter(Dye == "SYTO9") %>%
dplyr::filter(Dilution == "1000 x") %>%
dplyr::filter(!(Treatment %in% c("0 mM"))) %>%
ggplot(aes(x = Treatment, y = percent_Live)) +
geom_bar(stat = "summary", fun = "mean", fill = "skyblue2", alpha = 0.7) +
geom_point(size = 3, position = position_jitter(0.2)) +
scale_y_continuous(labels = scales::percent_format()) +
labs(x = bquote(H[2]*O[2]~(mM)), y = "% Red Negative") +
ggtitle("SYTO9 only") +
theme(plot.title = element_text(hjust = 30)) +
theme_cowplot(font_size = 16)
combined_plot <- plot_grid(p1, p2, p3, nrow = 1, ncol = 3, common.legend = TRUE, align = 'hv', widths = c(6, 6, 6))
print(combined_plot)
ggsave("../output/20240430-SYTO9-Cg-Log-Gated.png")
—>